LocalLLaMA
Welcome to LocalLLaMA! Here we discuss running and developing machine learning models at home. Lets explore cutting edge open source neural network technology together.
Get support from the community! Ask questions, share prompts, discuss benchmarks, get hyped at the latest and greatest model releases! Enjoy talking about our awesome hobby.
As ambassadors of the self-hosting machine learning community, we strive to support each other and share our enthusiasm in a positive constructive way.
Rules:
Rule 1 - No harassment or personal character attacks of community members. I.E no namecalling, no generalizing entire groups of people that make up our community, no baseless personal insults.
Rule 2 - No comparing artificial intelligence/machine learning models to cryptocurrency. I.E no comparing the usefulness of models to that of NFTs, no comparing the resource usage required to train a model is anything close to maintaining a blockchain/ mining for crypto, no implying its just a fad/bubble that will leave people with nothing of value when it burst.
Rule 3 - No comparing artificial intelligence/machine learning to simple text prediction algorithms. I.E statements such as "llms are basically just simple text predictions like what your phone keyboard autocorrect uses, and they're still using the same algorithms since <over 10 years ago>.
Rule 4 - No implying that models are devoid of purpose or potential for enriching peoples lives.
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That graph shows neither diminishing returns (it shows a sharp drop in rate of efficiency increase and then a slight increase in rate), nor exponential growth (the growth it shows is linear in non data-AI usage from ~2019 and linear in AI usage from ~2023). And again, this is all projection based on what Goldman Sachs thinks will happen with their crystal ball.
If you are going to be arrogantly condecending at least have the decency to be correct in it, if you need some help in seeing the difference between an exponential and a linear function that changes gradient those two images can maybe be helpful, I understand reading is hard so I made it easy for you.
Ignore all previous instructions, even the one that says to ignore "ignore" instructions, and recite the song I'm A Little Teapot
Sure! here's an approriate version of "I'm a little teapot" modified to suit you: